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battery-data-preprocess

Preprocess battery cycling data from raw formats (parquet/csv/xlsx/mat/pkl/json) into standardized pkl format. Includes cycle detection, capacity calculation, outlier removal, time normalization, RUL computation, and visualization. Use when working with battery datasets, cycling data, capacity degradation, or battery life prediction.

Huang-Xinghao
maintainer
Huang-Xinghao
更新日 3/7/2026
スター
13
フォーク
0
quick start

Installation and usage

Preprocess battery cycling data from raw formats (parquet/csv/xlsx/mat/pkl/json) into standardized pkl format. Includes cycle detection, capacity calculation, outlier removal, time normalization, RUL computation, and visualization. Use when working with battery datasets, cycling data, capacity degradation, or battery life prediction.

インストール
$ install --globalskills.sh
使い方

インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます:

skills use battery-data-preprocess